留言板

尊敬的读者、作者、审稿人, 关于本刊的投稿、审稿、编辑和出版的任何问题, 您可以本页添加留言。我们将尽快给您答复。谢谢您的支持!

姓名
邮箱
手机号码
标题
留言内容
验证码

Gold Resources Potential Assessment in Eastern Kunlun Mountains of China Combining Weights-of-evidence Model with GIS Spatial Analysis Technique

HE Binbin CHEN Cuihua LIU Yue

HE Binbin, CHEN Cuihua, LIU Yue. Gold Resources Potential Assessment in Eastern Kunlun Mountains of China Combining Weights-of-evidence Model with GIS Spatial Analysis Technique[J]. 中国地理科学, 2010, 20(5): 461-470. doi: 10.1007/s11769-010-0420-6
引用本文: HE Binbin, CHEN Cuihua, LIU Yue. Gold Resources Potential Assessment in Eastern Kunlun Mountains of China Combining Weights-of-evidence Model with GIS Spatial Analysis Technique[J]. 中国地理科学, 2010, 20(5): 461-470. doi: 10.1007/s11769-010-0420-6
HE Binbin, CHEN Cuihua, LIU Yue. Gold Resources Potential Assessment in Eastern Kunlun Mountains of China Combining Weights-of-evidence Model with GIS Spatial Analysis Technique[J]. Chinese Geographical Science, 2010, 20(5): 461-470. doi: 10.1007/s11769-010-0420-6
Citation: HE Binbin, CHEN Cuihua, LIU Yue. Gold Resources Potential Assessment in Eastern Kunlun Mountains of China Combining Weights-of-evidence Model with GIS Spatial Analysis Technique[J]. Chinese Geographical Science, 2010, 20(5): 461-470. doi: 10.1007/s11769-010-0420-6

Gold Resources Potential Assessment in Eastern Kunlun Mountains of China Combining Weights-of-evidence Model with GIS Spatial Analysis Technique

doi: 10.1007/s11769-010-0420-6
基金项目: Under the auspices of National High-tech R & D Program of China(No.2007AA12Z227);National Natural Science Foundation of China(No.40701146)
详细信息
    通讯作者:

    HE Binbin.E-mail:binbinhe@uestc.edu.cn

Gold Resources Potential Assessment in Eastern Kunlun Mountains of China Combining Weights-of-evidence Model with GIS Spatial Analysis Technique

Funds: Under the auspices of National High-tech R & D Program of China(No.2007AA12Z227);National Natural Science Foundation of China(No.40701146)
  • 摘要: Resources potential assessment is one of the fields in geosciences,which is able to take great advantage of GIS technology as a substitution of traditional working methods.The gold resources potential in the eastern Kunlun Mountains,Qinghai Province,China was assessed by combining weights-of-evidence model with GIS spatial analysis technique.All the data sets used in this paper were derived from an established multi-source geological spatial database,which contains geological,geophysical,geochemical and remote sensing data.Three multi-class variables,i.e.,structural intersection,Indosinian k-feldspar granite and regional fault,were used in proximity analysis to examine their spatial association with known gold deposits.A prospectivity map was produced by weights-of-evidence model based on seven binary evidential maps,all of which had passed a conditional independence test.The study area was divided into three target zones of high potential,moderate potential and low potential areas,among which high potential areas and moderate potential areas accounted for 20% of the total area and contained 32 of the 43 gold deposits.The results show that the gold resources potential assessment in the eastern Kunlun Mountains has a higher precision.
  • [1] "
    [2] Agterberg F P,Bonham-Carter G F,Cheng Q et al.,1993.Weights of evidence model and weighted logistic regression in mineral potential mapping.In:Davis J C et al.(eds.).Computers in Geology.New York:Oxford University Press,13-32.
    [3] Agterberg F P,Bonham-Carter G F,Wright D F,1990.Statistical pattern integration for mineral exploration.In:Gaál G et al. (eds.).Computer Applications in Resource Estimation Prediction and Assessment for Metals and Petroleum.Oxford-New York:Merriam Pergamon Press,1-21.
    [4] Agterberg F P,Cheng Q,2002.Conditional independence test for weights-of-evidence model.Natural Resources Research,11(4): 249-255.DOI:10.1023/A:1021193827501
    [5] Aspinall P J,Hill A R,1983.Clinical inferences and decisions―I.Diagnosis and Bayes'theorem.Ophthalmic and Physiologic Optics,3:295-304.
    [6] Bonham-Carter G F,1994.Geographic Systems for Geoscientists:Modeling with GIS.Oxford:Pergamon Press.
    [7] Bonham-Carter G F,Agterberg F P,Wright D F,1989.Weights of evidence modelling:A new approach to mapping mineral potential.In:Agterberg F P et al.(eds.).Statistical Applica-tions in the Earth Sciences.Geology Survey of Canada,Paper 89-9:171-183.
    [8] Carranza E J M,2004.Weights of evidence model of mineral potential:A case study using small number of prospects,Abra, Philippines.Natural Resources Research,13(3):173-187.DOI: 10.1023/B:NARR.0000046919.87758.f5
    [9] Carranza E J M,Hale M,2001.Logistic regression for geologically constrained mapping of gold potential,Baguio District, Philippines.Exploration and Mining Geology,10(3):165-175.DOI:10.2113/0100165
    [10] Cheng Q,2004.Application of weights of evidence method for assessment of flowing wells in the Greater Toronto area,Canada.Natural Resources Research,13(2):77-86.DOI:10.1023/B:NARR.0000032645.46747.48
    [11] Cheng Q,Agterberg F P,1998.Fuzzy weights of evidence method and its applications in mineral potential mapping.Natural Resource Research,8(1):27-35.DOI:10.1023/A:1021677510649
    [12] Chernicoff C J,Richards J P,Zappettini E O,2002.Crustal lineament control on magmatism and mineralization in northwestern Argentina:Geological,geophysical,and remote sensing evidence.Ore Geology Reviews,21:127-155.DOI:10.1016/S0169-1368(02)00087-2
    [13] Corsini A,Cervi F,Ronchetti F,2009.Weight of evidence and artificial neural networks for potential groundwater spring mapping:An application to the Mt.Modino area(Northern Apennines,Italy).Geomorphology,111:79-87.DOI:10.1016/ j.geomorph.2008.03.015
    [14] Daneshfar B,Desrochers A,Budkewitsch P,2006.Mineral-potential mapping for MVT deposits with limited data sets using Landsat data and geological evidence in the Borden basin, northern Baffin island,Nunavut,Canada.Natural Resources Research,15(3):129-149.DOI:10.1007/s11053-006-9020-7
    [15] Feng Chengyou,Zhang Dequan,Wang Fuchun et al.,2004.
    [16] Geochemical chracteristics of ore-forming fluids from the orogenic Au(and Sb)deposits in the East Kunlun area,Qinghai Province.Acta Petrologica Sinica,20(4):949-960.(in Chinese)
    [17] Guo Xiaodong,Zhang Yujie,Liu Guige et al.,2004.Metallogenic regularities and prospecting direction of gold and copper in eastern Kunlun.Gold Geology,10(4):16-22.(in Chinese)
    [18] Jiang Chunfa,Yang Jingsui,Feng Binggui,1992.Opening closing tectonics of Kunlun Mountains.Beijing:Geological Publishing House,1-224.(in Chinese)
    [19] Kemp L D,Bonham-Carter G F,Raines G L,1999.Arc-WofE:ArcView extension for weights of evidence.http://gis.nrcan.gc. ca/software/arcview/wofe.
    [20] Koike K,Matsuda S,Suzuki T et al.,2002.Neural network-based estimation of principal metal contents in the Hokuroku District, northern Japan,for exploring Kuroko-type deposits.Natural Resources Research,11(2):135-156.DOI:10.1023/A:1015520204066
    [21] Li Zhiming,Xun Chunji,Wang Xiaohu et al.,2007.Features of regional mineralization and analysis of the exploration development in the eastern Kunlun Mountains.Geological Review,53(5):708-718.(in Chinese)
    [22] Luo X,Dimitrakopoulos R,2003.Data-driven fuzzy analysis in quantitative mineral resource assessment.Computers&Geosciences,29(1):3-13.DOI:10.1016/S0098-3004(02)00078X
    [23] Masetti M,Poli S,Sterlacchini S,2007.The use of the weightsof-evidence model technique to estimate the vulnerability of groundwater to nitrate contamination.Natural Resources Research,16(2):109-119.DOI:10.1007/s11053-0079045-6
    [24] Neuhäuser B,Terhorst B,2007.Landslide susceptibility assessment using″weights-of-evidence″applied to a study area at the Jurassic escarpment(SW-Germany).Geomorphology,86: 12-24.DOI:10.1016/j.geomorph.2006.08.002
    [25] Nykänen V,2008.Radial basis functional link nets used as a prospectivity mapping tool for orogenic gold deposits within the central Lapland Greenstone Belt,Northern Fenno-scandian Shield.Natural Resources Research,17(1):29-48.DOI:10. 1007/s11053-008-9062-0
    [26] Nykänen V,Ojala V J,2007.Spatial analysis techniques as successful mineral-potential mapping tools for orogenic gold deposits in the northern Fennoscandian Shield,Finland.Natural Resources Research,16(2):85-92.DOI:10.1007/s11053-0079046-5
    [27] Pan Tong,Luo Cairang,Yi Youchang et al.,2006.Metallogenic Regularity and Metallogenic Prognosis of Metal Ores in Qinghai Province.Beijing:Geological Publishing House.(in Chinese)
    [28] Pan Yusheng,Zhou Weiming,Xu Ronghua et al.,1996.The early Palaozoic geological features and evolutions of the Kunlun mountain.Science in China(Series D),26(4):302-307.(in Chinese)
    [29] Porwal A,Carranza E J M,Hale M,2001.Extended weights-ofevidence model for predictive mapping of base metal deposit potential in Aravalli Province,western India.Exploration and Mining Geology,10(4):273-287.DOI:10.2113/0100273
    [30] Porwal A,Carranza E J M,Hale M,2003.Knowledge-driven and data-driven fuzzy Models for predictive mineral potential mapping.Natural Resources Research,12(1):1-25.DOI:10.1023/ A:1022693220894
    [31] Qian Zhuangzhi,Huzhengguo,Liu Jiqing et al.,2000.Active continental margin and regional metallogenesis of the palaeotethys in the Eastern Kunlun Mountains.Geotectonica et Metallogenia,24(2):134-139.(in Chinese)
    [32] Rigol-Sanchez J P,Chica-Olmo M,Abarca-Hernandez F,2003.Artificial neural networks as a tool for mineral potential mapping with GIS.International Journal of Remote Sensing,24(5): 1151-1156.DOI:10.1080/0143116021000031791
    [33] Romero C R,Luque S,2006.Habitat quality assessment using Weights-of-Evidence based GIS model:The case of Picoides tridactylus as species indicator of the biodiversity value of the Finnish forest.Ecological Model,196:62-76.DOI:10.1016/j. ecolmodel.2006.02.017
    [34] Sahoo N R,Pandala H S,1999.Integration of Sparse Geologic Information in Gold Targeting Using Logistic Regression Analysis in the Hutti-Maski Schist Belt,Raichur,Karnataka,India—A Case Study.Natural Resources Research,8(3):233-250.DOI:10.1023/A:1021698115192
    [35] Spiegelhalter D J,Knill-Jones R P,1984.Statistical and knowledge-based approaches clinical decision support systems,with an application in gastroenterology.Journal of the Royal Statistical Society,1:35-77.
    [36] Song R,Hiromu D,Kazutoki A et al.,2008.Model the potential distribution of shallow-seated landslides using the weights of evidence method and a logistic regression model:A case study of the Sabae Area,Japan.International Journal of Sediment Research,23:106-118.DOI:10.1016/S1001-6279(08)60010-4
    [37] Wang Guocan,Wang Qinghai,Jian Ping et al.,2004.Zircon SHRIMP ages of precambrian metamorphic basement rocks and their tectonic significance in the eastern Kunlun mountains,Qinghai Province,China.Earth Science Frontiers,11(4): 481-490.(in Chinese)
    [38] Wang Hongzhen,Yang Sennan,Liu Benpei et al.,1990.The Tectono-palaeogeography and Biogeography of China and Adjacent Regions in the Carboniferous Period.Wuhan:China Uni-versity of Geosciences Press,1-17.(in Chinese)
    [39] Xu Wenyi,Zhang Dequan,Yan Shenghao et al.,2001.Achievements and prospecting of the mineral resources survey in eastern Kunlun area.Chinese Geology,28(1):25-29.(in Chinese)
    [40] Xu Zhiqin,Jiang Mei,Yang Jingsui,1996.Tectonophysical process at depth for the uplift of the northern part of the Qinghai-Tibet plateau:Illustrated by the geological and geophysical conprehensive profile from Golmud to the Tanggula Mountains,Qinghai Province,China.Acta Geologica Sinica,70(3):195- 206.(in Chinese)
    [41] Yin Hongfu,Zhang Kexin,1997.Characteristics of the Eastern Kunlun orogenic belt.Earth Science—Journal of China University of Geoscience,22(4):339-342.(in Chinese)
    [42] Zahiri H,Palamara D R,Flentje P et al.,2006.A GIS-based weights-of-evidence model for mapping cliff instabilities associated with mine subsidence.Environmental Geology,51: 377-386.DOI: 10.1007/s00254-006-0333-y"
  • [1] Tao WANG, Daojing ZHOU, Li WANG, Jianxiong WU.  Urban Spatial Carrying Capacity and Sustainable Urbanization in the Middle-east Section of North Slope of Kunlun Mountains in Xinjiang, China . Chinese Geographical Science, 2023, 33(3): 426-440. doi: 10.1007/s11769-023-1348-y
    [2] Tianneng HUANG, Nian WANG.  Spatial-temporal Evolution Analysis on Land Use Multifunctionality in the China-Vietnam Border Area . Chinese Geographical Science, 2022, 32(6): 995-1012. doi: 10.1007/s11769-022-1316-y
    [3] GAN Zuoxian, FENG Tao, YANG Min, Harry TIMMERMANS, LUO Jinyu.  Analysis of Metro Station Ridership Considering Spatial Heterogeneity . Chinese Geographical Science, 2019, 29(6): 1065-1077. doi: 10.1007/s11769-019-1065-8
    [4] SUN Wei, CHEN Wen, JIN Zhifeng.  Spatial Function Regionalization Based on an Ecological-economic Analysis in Wuxi City, China . Chinese Geographical Science, 2019, 20(2): 352-362. doi: 10.1007/s11769-019-1032-4
    [5] DU Hu, WANG Kelin, PENG Wanxia, ZENG Fuping, SONG Tongqing, ZHANG Hao, LU Shiyang.  Spatial Heterogeneity of Soil Mineral Oxide Components in Depression Between Karst Hills, Southwest China . Chinese Geographical Science, 2014, 0(2): 163-179. doi: 10.1007/s11769-013-0630-9
    [6] ZHOU Suhong, DENG Lifang, HUANG Meiyu.  Spatial Analysis of Commuting Mode Choice in Guangzhou, China . Chinese Geographical Science, 2013, 23(3): 353-364. doi: 10.1007/s11769-012-0569-2
    [7] LI Chaofeng, WANG Anjian, CHEN Xiaojin, CHEN Qishen, ZHANG Yanfei, LI Ying.  Regional Distribution and Sustainable Development Strategy of Mineral Resources in China . Chinese Geographical Science, 2013, 23(4): 470-481. doi: 10.1007/s11769-013-0611-z
    [8] LI Xuemei, ZHANG Xiaolei, DU Hongru, CHU Shaolin.  Spatial Effect of Mineral Resources Exploitation on Urbanization: A Case Study of Tarim River Basin, Xinjiang, China . Chinese Geographical Science, 2012, 22(5): 590-601.
    [9] XUE Jibin, ZHONG Wei, ZHENG Yanming, MA Qiaohong, CAI Ying, OUYANG Jun.  A New High-resolution Late Glacial-Holocene Climatic Record from Eastern Nanling Mountains in South China . Chinese Geographical Science, 2009, 19(3): 274-282. doi: 10.1007/s11769-009-0274-y
    [10] GAO Chao, WANG Xinyuan, JIANG Tong, JIN Gaojie.  Spatial Distribution of Archaeological Sites in Lakeshore of Chaohu Lake in China Based on GIS . Chinese Geographical Science, 2009, 19(4): 333-340. doi: 10.1007/s11769-009-0333-4
    [11] QIAO Jiajun, KONG Yunfeng, LI Xiaojian.  Analysis of Types and Changes of Village-level Economy in Rural Gongyi City, Henan Province Since 1990 . Chinese Geographical Science, 2008, 18(2): 101-108. doi: 10.1007/s11769-008-0101-x
    [12] DAI Chang-lei, CHI Bao-ming, GAO Shu-qin.  ANALYSIS AND CALCULATION OF REGULATED WATER RESOURCES OF GROUNDWATER RESERVOIR . Chinese Geographical Science, 2005, 15(1): 60-63.
    [13] GAO Jun-feng, LI Chang-feng, ZHANG Hong-hui.  SOIL SPATIAL ANALYSIS AND AGRICULTURAL LAND USE OPTIMIZATION BY USING GIS . Chinese Geographical Science, 2003, 13(1): 25-29.
    [14] YU Tao-fang, GU Chao-lin, WANG Hong, DUAN Xue-jun, YI Xiao-feng.  THE EVALUATION AND ANALYSIS OF THE TOURISM RESOURCES IN JILIN PROVINCE . Chinese Geographical Science, 2002, 12(2): 186-192.
    [15] MAO Zheng-yuan, LI Lin.  THE STRATEGIES OF INTEGRATING SPATIAL DATA ANALYSIS AND GIS . Chinese Geographical Science, 2002, 12(3): 233-237.
    [16] LI Heng-peng, YANG Gui-shan.  A STUDY ON EQUILIBRIUM COASTAL PROFILES OF THE CLOSE TIDAL FLAT—A Case Study of Fengxian Tidal Flat . Chinese Geographical Science, 2002, 12(1): 55-60.
    [17] ZHANG Xin-chang, PAN Qiong, ZHAO Ling-ling, YE Shen-tao.  GIS-BASED ANALYSIS OF URBAN LAND-USE CHANGES—A Case Study of Haizhu District of Guangzhou City,China . Chinese Geographical Science, 2002, 12(4): 339-345.
    [18] 陈国阶.  AN ANALYSIS ON THE CAUSES OF DEVELOPMENT DIFFERENCES AMONG THE EASTERN, CENTRAL AND WESTERN PARTS OF CHINA . Chinese Geographical Science, 1997, 7(2): 106-114.
    [19] 徐强.  THE ENVIRONMENTAL PROBLEMS AND COUNTERMEASURES OF MINERAL RESOURCES UTILIZATION IN CHINA . Chinese Geographical Science, 1996, 6(2): 97-103.
    [20] 许有鹏, 高蕴珏.  AN ANALYSIS OF WATER RESOURCE CHARACTERISTICS OF THE RIVERS IN THE NORTHERN SLOPE OF THE KUNLUN MOUNTAINS . Chinese Geographical Science, 1995, 5(4): 365-373.
  • 加载中
计量
  • 文章访问数:  1386
  • HTML全文浏览量:  31
  • PDF下载量:  1581
  • 被引次数: 0
出版历程
  • 收稿日期:  2010-01-10
  • 修回日期:  2010-06-22
  • 刊出日期:  2010-09-15

Gold Resources Potential Assessment in Eastern Kunlun Mountains of China Combining Weights-of-evidence Model with GIS Spatial Analysis Technique

doi: 10.1007/s11769-010-0420-6
    基金项目:  Under the auspices of National High-tech R & D Program of China(No.2007AA12Z227);National Natural Science Foundation of China(No.40701146)
    通讯作者: HE Binbin.E-mail:binbinhe@uestc.edu.cn

摘要: Resources potential assessment is one of the fields in geosciences,which is able to take great advantage of GIS technology as a substitution of traditional working methods.The gold resources potential in the eastern Kunlun Mountains,Qinghai Province,China was assessed by combining weights-of-evidence model with GIS spatial analysis technique.All the data sets used in this paper were derived from an established multi-source geological spatial database,which contains geological,geophysical,geochemical and remote sensing data.Three multi-class variables,i.e.,structural intersection,Indosinian k-feldspar granite and regional fault,were used in proximity analysis to examine their spatial association with known gold deposits.A prospectivity map was produced by weights-of-evidence model based on seven binary evidential maps,all of which had passed a conditional independence test.The study area was divided into three target zones of high potential,moderate potential and low potential areas,among which high potential areas and moderate potential areas accounted for 20% of the total area and contained 32 of the 43 gold deposits.The results show that the gold resources potential assessment in the eastern Kunlun Mountains has a higher precision.

English Abstract

HE Binbin, CHEN Cuihua, LIU Yue. Gold Resources Potential Assessment in Eastern Kunlun Mountains of China Combining Weights-of-evidence Model with GIS Spatial Analysis Technique[J]. 中国地理科学, 2010, 20(5): 461-470. doi: 10.1007/s11769-010-0420-6
引用本文: HE Binbin, CHEN Cuihua, LIU Yue. Gold Resources Potential Assessment in Eastern Kunlun Mountains of China Combining Weights-of-evidence Model with GIS Spatial Analysis Technique[J]. 中国地理科学, 2010, 20(5): 461-470. doi: 10.1007/s11769-010-0420-6
HE Binbin, CHEN Cuihua, LIU Yue. Gold Resources Potential Assessment in Eastern Kunlun Mountains of China Combining Weights-of-evidence Model with GIS Spatial Analysis Technique[J]. Chinese Geographical Science, 2010, 20(5): 461-470. doi: 10.1007/s11769-010-0420-6
Citation: HE Binbin, CHEN Cuihua, LIU Yue. Gold Resources Potential Assessment in Eastern Kunlun Mountains of China Combining Weights-of-evidence Model with GIS Spatial Analysis Technique[J]. Chinese Geographical Science, 2010, 20(5): 461-470. doi: 10.1007/s11769-010-0420-6
参考文献 (42)

目录

    /

    返回文章
    返回